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HistGradientBoostingRegressor — scikit-le...
quantile to be estimated and must be between 0 and 1. learning_rate...number of leaves for each tree. Must be strictly greater than 1....scikit-learn.org/stable/modules/generated/sklearn.ensemble.HistGradientBoostingRegressor.html -
DictVectorizer — scikit-learn 1.8.0 docum...
X must have been produced by this DictVectorizer’s...Constructor for feature mappings. Must conform to the collections.Mapping...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.DictVectorizer.html -
7.4. Imputation of missing values — sciki...
Missing values encoded by 0 must be used with dense input. The...choose the features for which the mask is constructed. By default,...scikit-learn.org/stable/modules/impute.html -
HuberRegressor — scikit-learn 1.8.0 docum...
Epsilon must be in the range [1, inf) . max_iter...is equal to alpha * ||w||^2 . Must be in the range [0, inf) . warm_start...scikit-learn.org/stable/modules/generated/sklearn.linear_model.HuberRegressor.html -
SimpleImputer — scikit-learn 1.8.0 docume...
fill_value must be a string. If None , fill_value...array-like, then input_features must match feature_names_in_ if feature_names_in_...scikit-learn.org/stable/modules/generated/sklearn.impute.SimpleImputer.html -
ColumnTransformer — scikit-learn 1.8.0 do...
‘passthrough’} or estimator Estimator must support fit and transform ....remainder estimator. The estimator must support fit and transform ....scikit-learn.org/stable/modules/generated/sklearn.compose.ColumnTransformer.html -
Balance model complexity and cross-validated sc...
cv_results : dict of numpy(masked) ndarrays See attribute cv_results_...cv_results : dict of numpy(masked) ndarrays See attribute cv_results_...scikit-learn.org/stable/auto_examples/model_selection/plot_grid_search_refit_callable.html -
Post-tuning the decision threshold for cost-sen...
Must be strictly greater than 1....reserved for missing values. Must be no larger than 255. 255 ...scikit-learn.org/stable/auto_examples/model_selection/plot_cost_sensitive_learning.html -
RFE — scikit-learn 1.8.0 documentation
) The mask of selected features. See also...input_features = None ) [source] # Mask feature names according to selected...scikit-learn.org/stable/modules/generated/sklearn.feature_selection.RFE.html -
PartialDependenceDisplay — scikit-learn 1...
Each tuple must be of size 2. If any entry is...is a string, then it must be in feature_names . sample_weight...scikit-learn.org/stable/modules/generated/sklearn.inspection.PartialDependenceDisplay.html